translate-gpt.py

import openai
import re

# Define GPT-3.5-turbo API key
openai_api_key = 'YOUR-OPENAI-API-KEY'
openai.api_key = openai_api_key

# Read the Bengali text from the file
with open('/home/ehz/Downloads/nlu.txt', 'r', encoding='utf-8') as file:
    bengali_text = file.read()

# Split the text into sentences using regex (modify as needed)
bengali_sentences = re.split(r'(?<=[।?!])\s+', bengali_text.strip())

# Translate the sentences
translated_sentences = []
for sentence in bengali_sentences:
    response = openai.Completion.create(
        engine="text-davinci-003",
        prompt=f"Translate the following Bengali sentence to English: {sentence}",
        max_tokens=60
    )
    translated_sentences.append(response.choices[0].text.strip())

# Write the translated sentences to a new file, each on a new line
with open('/home/ehz/Downloads/translated_text.txt', 'w', encoding='utf-8') as file:
    file.write('\n'.join(translated_sentences))